This is basic data analysis on covid-19 vaccination drive that is undergoing around the world. As world has been facing serious pandemic from many months, many countries have successfully developed effective vaccine against this pandemic.

The data here is the record of the vaccination drive around the world. It is started from 2020-12-13 and captures the data up to 2021-03-10

It may happen because not every country is started vaccination or not record is maintaning properly. It is also possible that the data we are using is incomplet or some other reasons. However, we have the data and anaysis will happen on it.

Data Cleaning

IN this section what we done primarly is-

## will replace null value with 0 assuming that there is no data available for that column or nothing has happend regarding that particular column.
## convert all the numeric values from object type to numeric type
## Convert date from object to datetime data type
## add three new column year, month, days

Total Vaccination Till 12-March 2021

From the plot Top list of in total vaccinated people country

US

China

UK

India

most used vaccine

Total Vaccinated - India vs USA

3D scatter_3d